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Bugfix for multilevel columns with empty strings in Python 2 #17099

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Merged
merged 6 commits into from
Aug 10, 2017
Merged

Bugfix for multilevel columns with empty strings in Python 2 #17099

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e54c734
Allow unicode empty strings to be used as placeholders in multilevel …
chrisjbillington Jul 27, 2017
a798b70
added test for unicode multilevel column placeholders
chrisjbillington Jul 27, 2017
63071bd
Added whatsnew note, modfied tests for mixed level columns based on p…
chrisjbillington Jul 28, 2017
e7c9f97
Dedup test, added descriptive comment to _getitem_multilevel().
chrisjbillington Jul 29, 2017
b419cb6
merge
chrisjbillington Aug 9, 2017
f1edf68
parametrize test, simplified whatnew note
chrisjbillington Aug 10, 2017
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5 changes: 3 additions & 2 deletions pandas/core/frame.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2112,8 +2112,9 @@ def _getitem_multilevel(self, key):
result = result.__finalize__(self)
if len(result.columns) == 1:
top = result.columns[0]
if ((type(top) == str and top == '') or
(type(top) == tuple and top[0] == '')):
if isinstance(top, tuple):
top = top[0]
if top == '':
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@jreback jreback Jul 29, 2017

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put a comment what is going on here.

result = result['']
if isinstance(result, Series):
result = self._constructor_sliced(result,
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22 changes: 22 additions & 0 deletions pandas/tests/test_multilevel.py
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Expand Up @@ -1694,6 +1694,28 @@ def test_mixed_depth_get(self):
tm.assert_series_equal(result, expected, check_names=False)
assert result.name == ('routine1', 'result1')
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@jreback jreback Jul 29, 2017

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can you parametrize test_mixed_depth_get in that case then, rather than duping all of the code


def test_mixed_depth_get_unicode_placeholders_py2(self):
# Note this is only different to test_mixed_depth_get() on Python 2
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@jreback jreback Jul 27, 2017

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can you add the PR number for this (as no associated issue number)

arrays = [[u('a'), u('top'), u('top'),
u('routine1'), u('routine1'), u('routine2')],
[u(''), u('OD'), u('OD'),
u('result1'), u('result2'), u('result1')],
[u(''), u('wx'), u('wy'), u(''), u(''), u('')]]

tuples = sorted(zip(*arrays))
index = MultiIndex.from_tuples(tuples)
df = DataFrame(randn(4, 6), columns=index)
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@jreback jreback Jul 27, 2017

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use np.random.randn


result = df['a']
expected = df['a', '', '']
tm.assert_series_equal(result, expected, check_names=False)
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@jreback jreback Jul 27, 2017

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construct the expected to have the correct names

assert result.name == 'a'

result = df['routine1', 'result1']
expected = df['routine1', 'result1', '']
tm.assert_series_equal(result, expected, check_names=False)
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@gfyoung gfyoung Jul 27, 2017

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Same comment as above

assert result.name == ('routine1', 'result1')

def test_mixed_depth_insert(self):
arrays = [['a', 'top', 'top', 'routine1', 'routine1', 'routine2'],
['', 'OD', 'OD', 'result1', 'result2', 'result1'],
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